Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-06 1.153707 1.406253 1.731510 2.195064 2.864199 3.841245 5.479133
2025-07-13 0.871150 1.170155 1.620675 2.406550 3.900182 7.103538 17.005137
2025-07-20 0.709459 1.011523 1.515053 2.529441 4.945313 12.608590 74.867952
2025-07-27 0.593942 0.879662 1.388743 2.524271 5.757366 20.814760 1055.152176
2025-08-03 0.505947 0.768350 1.257327 2.429522 6.260753 31.971207 NaN
2025-08-10 0.454442 0.708028 1.203144 2.486693 7.423817 65.131034 NaN
2025-08-17 0.419169 0.669266 1.180291 2.615148 9.240755 204.929465 NaN
2025-08-24 0.382479 0.620832 1.123242 2.616220 10.562868 856.344087 NaN
2025-08-31 0.346617 0.568385 1.045009 2.513851 11.132426 6344.076931 NaN
2025-09-07 0.327655 0.546686 1.033427 2.633209 13.945047 NaN NaN
2025-09-14 0.306471 0.517381 0.996934 2.646509 16.124943 NaN NaN
2025-09-21 0.284576 0.483900 0.943593 2.571097 17.237165 NaN NaN
2025-09-28 0.265803 0.455505 0.899786 2.523474 18.927893 NaN NaN
2025-10-05 0.259155 0.452327 0.921631 2.776087 28.482010 NaN NaN
2025-10-12 0.249455 0.441193 0.919687 2.926192 39.857426 NaN NaN
2025-10-19 0.236515 0.421339 0.889450 2.919495 47.743720 NaN NaN
2025-10-26 0.222217 0.397057 0.842622 2.802549 49.809212 NaN NaN
2025-11-02 0.213694 0.385197 0.830265 2.873014 67.158723 NaN NaN
2025-11-09 0.207671 0.378480 0.832041 3.031946 108.784029 NaN NaN
2025-11-16 0.199003 0.364722 0.809984 3.033275 142.637901 NaN NaN
2025-11-23 0.188734 0.346360 0.771067 2.906546 146.717134 NaN NaN
2025-11-30 0.184085 0.341033 0.772459 3.054356 283.317510 NaN NaN
2025-12-07 0.177577 0.330666 0.756108 3.070869 442.948339 NaN NaN